CombinerJobCreator.java
上传用户:quxuerui
上传日期:2018-01-08
资源大小:41811k
文件大小:4k
- /**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements. See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership. The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License. You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
- package org.apache.hadoop.mapred;
- import java.io.IOException;
- import java.util.Iterator;
- import java.util.StringTokenizer;
- import org.apache.hadoop.fs.Path;
- import org.apache.hadoop.io.IntWritable;
- import org.apache.hadoop.io.LongWritable;
- import org.apache.hadoop.io.Text;
- public class CombinerJobCreator {
- public static class MapClass extends MapReduceBase
- implements Mapper<LongWritable, Text, Text, IntWritable> {
- private final static IntWritable one = new IntWritable(1);
- private Text word = new Text();
- public void map(LongWritable key, Text value,
- OutputCollector<Text, IntWritable> output,
- Reporter reporter) throws IOException {
- String line = value.toString();
- StringTokenizer itr = new StringTokenizer(line);
- while (itr.hasMoreTokens()) {
- word.set(itr.nextToken());
- output.collect(word, one);
- }
- }
- }
- public static class Reduce extends MapReduceBase
- implements Reducer<Text, IntWritable, Text, IntWritable> {
- public void reduce(Text key, Iterator<IntWritable> values,
- OutputCollector<Text, IntWritable> output,
- Reporter reporter) throws IOException {
- int sum = 0;
- while (values.hasNext()) {
- sum += values.next().get();
- }
- output.collect(key, new IntWritable(sum));
- }
- }
- public static JobConf createJob(String[] args) throws Exception {
- JobConf conf = new JobConf(CombinerJobCreator.class);
- conf.setJobName("GridmixCombinerJob");
- // the keys are words (strings)
- conf.setOutputKeyClass(Text.class);
- // the values are counts (ints)
- conf.setOutputValueClass(IntWritable.class);
- conf.setMapperClass(MapClass.class);
- conf.setCombinerClass(Reduce.class);
- conf.setReducerClass(Reduce.class);
- boolean mapoutputCompressed = false;
- boolean outputCompressed = false;
- // List<String> other_args = new ArrayList<String>();
- for (int i = 0; i < args.length; ++i) {
- try {
- if ("-r".equals(args[i])) {
- conf.setNumReduceTasks(Integer.parseInt(args[++i]));
- } else if ("-indir".equals(args[i])) {
- FileInputFormat.setInputPaths(conf, args[++i]);
- } else if ("-outdir".equals(args[i])) {
- FileOutputFormat.setOutputPath(conf, new Path(args[++i]));
- } else if ("-mapoutputCompressed".equals(args[i])) {
- mapoutputCompressed = Boolean.valueOf(args[++i]).booleanValue();
- } else if ("-outputCompressed".equals(args[i])) {
- outputCompressed = Boolean.valueOf(args[++i]).booleanValue();
- }
- } catch (NumberFormatException except) {
- System.out.println("ERROR: Integer expected instead of " + args[i]);
- return null;
- } catch (ArrayIndexOutOfBoundsException except) {
- System.out.println("ERROR: Required parameter missing from "
- + args[i - 1]);
- return null;
- }
- }
- conf.setCompressMapOutput(mapoutputCompressed);
- conf.setBoolean("mapred.output.compress", outputCompressed);
- return conf;
- }
- }